CNNC: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks. - Xiwei Xuan; Xiaoyu Zhang 014; Oh-Hyun Kwon; Kwan-Liu Ma (CoRR, 2021)

VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks. - Xiwei Xuan; Xiaoyu Zhang 014; Oh-Hyun Kwon; Kwan-Liu Ma (IEEE Trans. Vis. Comput. Graph., 2022)

LabelVizier: Interactive Validation and Relabeling for Technical Text Annotations. - Xiaoyu Zhang 014; Xiwei Xuan; Alden Dima; Thurston Sexton; Kwan-Liu Ma (PacificVis, 2023)

USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation. - Xiaoqi Wang; Wenbin He; Xiwei Xuan; Clint Sebastian; Jorge Piazentin Ono; Xin Li; Sima Behpour; Thang Doan; Liang Gou; Han-Wei Shen; Liu Ren (CVPR, 2024)

SLIM: Spuriousness Mitigation with Minimal Human Annotations. - Xiwei Xuan; Ziquan Deng; Hsuan-Tien Lin; Kwan-Liu Ma (ECCV (46), 2024)

SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective. - Xiwei Xuan; Ziquan Deng; Hsuan-Tien Lin; Zhaodan Kong; Kwan-Liu Ma (XAI4CV, 2024)

AttributionScanner: A Visual Analytics System for Metadata-Free Data-Slicing Based Model Validation. - Xiwei Xuan; Jorge Piazentin Ono; Liang Gou; Kwan-Liu Ma; Liu Ren (CoRR, 2024)

A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series. - Ziquan Deng; Xiwei Xuan; Kwan-Liu Ma; Zhaodan Kong (CoRR, 2024)

Towards Interactive 3D Surgical Scene Reconstruction: An Incremental Training and Monitoring Framework. - Divyanshu Malik; Xiwei Xuan; Kwan-Liu Ma (ISBI, 2025)

VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis. - Xinyuan Yan; Xiwei Xuan; Jorge Piazentin Ono; Jiajing Guo; Vikram Mohanty; Arvind Kumar Shekar; Liang Gou; Bei Wang 001; Liu Ren (Comput. Graph. Forum, 2025)

VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis. - Xinyuan Yan; Xiwei Xuan; Jorge Piazentin Ono; Jiajing Guo; Vikram Mohanty; Arvind Kumar Shekar; Liang Gou; Bei Wang 001; Liu Ren (CoRR, 2025)

ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation. - Xiwei Xuan; Ziquan Deng; Kwan-Liu Ma (CoRR, 2025)

VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels. - Xiwei Xuan; Xiaoqi Wang; Wenbin He; Jorge Piazentin Ono; Liang Gou; Kwan-Liu Ma; Liu Ren (CoRR, 2025)